Network Data Analytics for Data-Driven Control Loop of RAN Intelligent Controller 


Vol. 48,  No. 9, pp. 1190-1193, Sep.  2023
10.7840/kics.2023.48.9.1190


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  Abstract

As 5G technology deploys on a commercial scale, many researchers studied the new radio access network (RAN) structures to solve some problems and improve the performance of existing networks. The O-RAN Alliance suggests open RAN as a next-generation cellular network. Also, the O-RAN alliance defines a new entity called RAN intelligent controller (RIC), which controls RAN leveraging artificial intelligence (AI) and machine learning (ML). In this paper, we introduce and analyze open-source datasets used to train AI models for RAN control by RIC and suggest practical ways to utilize them.

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[IEEE Style]

Y. Cho, S. Bang, H. Yoo, E. Hong, "Network Data Analytics for Data-Driven Control Loop of RAN Intelligent Controller," The Journal of Korean Institute of Communications and Information Sciences, vol. 48, no. 9, pp. 1190-1193, 2023. DOI: 10.7840/kics.2023.48.9.1190.

[ACM Style]

Young-Jun Cho, Seok-Yeong Bang, Hyeon-Min Yoo, and Een-Kee Hong. 2023. Network Data Analytics for Data-Driven Control Loop of RAN Intelligent Controller. The Journal of Korean Institute of Communications and Information Sciences, 48, 9, (2023), 1190-1193. DOI: 10.7840/kics.2023.48.9.1190.

[KICS Style]

Young-Jun Cho, Seok-Yeong Bang, Hyeon-Min Yoo, Een-Kee Hong, "Network Data Analytics for Data-Driven Control Loop of RAN Intelligent Controller," The Journal of Korean Institute of Communications and Information Sciences, vol. 48, no. 9, pp. 1190-1193, 9. 2023. (https://doi.org/10.7840/kics.2023.48.9.1190)
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pISSN : 1226 - 4717
eISSN : 2287 - 3880